pymc-devs/pymc v4.1.0

on GitHub

What's Changed

Major Changes 🛠

• Dropped support for Python 3.7 and added support for Python 3.10 by @ricardoV94 in #5917
• Default to pm.Data(mutable=False) by @michaelosthege in #5944
• Deprecating MLDA in anticipation of migrating it to pymc-experimental by @michaelosthege in #5944

New Features & Bugfixes 🎉

• Small improvements to early NUTS behaviour by @aseyboldt in #5824
• Correct the order of rvs sent to compile_dlogp in find_MAP by @quantheory in #5928
• Remove nan_is_num and nan_is_high limiters from find_MAP. by @quantheory in #5929
• Registering _as_tensor_variable converter for pandas objects by @juanitorduz in #5920
• Fix model and aesara_config kwargs for pm.Model by @ferrine in #5915

Docs & Maintenance 🔧

• Remove reference to old parameters in SMC docstring by @aloctavodia in #5914
• Get rid of python-version specific conda environments by @ricardoV94 in #5911
• Further fixes to VI docs by @ferrine in #5916
• Expand dimensionality notebook by @ricardoV94 in #5746
• Review docstrings checkmarcked as best practice by @OriolAbril in #5919
• Update conda environment name when running docker with jupyter notebook by @danhphan in #5933
• Update docs build and contributing instructions by @michaelosthege in #5938
• Add numpyro install to building docs instructions by @isms in #5936
• Add version string to conda install command. by @twiecki in #5946

New Contributors

• @quantheory made their first contribution in #5928
• @isms made their first contribution in #5936

Full Changelog: v4.0.1...v4.1.0